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Dataset · Hugging Face

Ujjwal-Tyagi/ai-ml-foundations-book-collection

Introduction I put this collection together after spending a lot of time reading what I think are some of the best books on AI, machine learning, deep learning, probabilistic modeling, optimization, reinforcement learning, transformers, LLMs, validation, and fairness. I want to share this with the community for one simple reason: I want to give people a structured path through the books that actually help them understand things deeply, instead of sending them through random… See the full description on the dataset page: https://huggingface.co/datasets/Ujjwal-Tyagi/ai-ml-foundations-book-collec

Author / organizationUjjwal-Tyagi
License (as declared)apache-2.0
Downloads2.9K (as reported by Hugging Face)
Likes90
Created29 March 2026
Last updated at source10 September 2026
agentaiartificial-intelligencemachine-learningmldeep-learningdlneural-networksrepresentation-learningsupervised-learningunsupervised-learningsemi-supervised-learningself-supervised-learningprobabilistic-mlbayesian-learningstatistical-learningml-theorylearning-theorygeneralizationoptimizationconvex-optimizationgradient-descentstochastic-gradient-descentinformation-theory
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